Economic Dispatch with High Penetration of Wind Power Using Extreme Learning Machine Assisted Group Search Optimizer with Multiple Producers Considering Upside Potential and Downside Risk

• Published in: Journal of modern power systems and clean energy Vol. 10; no. 6; pp. 1459 - 1471
• Main Authors: Yuanzheng Li, Jingjing Huang, Yun Liu, Zhixian Ni, Yu Shen, Wei Hu, Lei Wu
• Format: Journal Article
• Language: English
• Published: IEEE 01.11.2022
• Subjects: Economic dispatch (ED); extreme learning machine; optimization algorithm; wind power

The power system with high penetration of wind power is gradually formed, and it would be difficult to determine the optimal economic dispatch (ED) solution in such an environment with significant uncertainties. This paper proposes a multi-objective ED (MuOED) model, in which the expected generation...